ZygoteRules

JuliaHub·Source·Documentation

Last updated: May 21, 2026

Cumulative

Downloads last 30 days: 61,199
Downloads last week: 15,148
Downloads last day: 5,202
Downloads last 30 days: 61,199
Downloads last week: 15,148
Downloads last day: 5,202

Total Downloads

Lifetime Growth (cumulative)

Downloads by Region

Dependencies

4 packages (2 direct, 2 transitive)

Package	Depth ↑	Downloads ↓
MacroTools	Direct	320,739
ChainRulesCore	Direct	232,479
Compat	Depth 2	503,049
TOML	Depth 3	3,295

Dependents

100 packages (16 direct, 84 transitive) · 77,449 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
Zygote	Direct	54,385
DistributionsAD	Direct	3,739
DiffEqSensitivity	Direct	365
DiffEqGPU	Direct	268
ValueShapes	Direct	261
Quadrature	Direct	230
SliceMap	Direct	93
BAT	Direct	83
ScatterNNlib	Direct	23
GeometricMachineLearning	Direct	18
AbstractNeuralNetworks	Direct	18
Torch	Direct	6
ArrayAllez	Direct	0
NamedPlus	Direct	0
SpectralDistances	Direct	0
BliContractor	Direct	0
Flux	Depth 2	12,960
SciMLSensitivity	Depth 2	1,891
BetaML	Depth 2	634
Surrogates	Depth 2	272
LuxTestUtils	Depth 2	234
LaplaceRedux	Depth 2	229
NeuralPDE	Depth 2	224
NonconvexCore	Depth 2	133
NonconvexMMA	Depth 2	114
PEPSKit	Depth 2	113
NonconvexUtils	Depth 2	109
ACEpotentials	Depth 2	107
NonconvexIpopt	Depth 2	76
ReinforcementLearningZoo	Depth 2	70
TopOpt	Depth 2	57
Transformers	Depth 2	55
CounterfactualExplanations	Depth 2	47
RadiationSpectra	Depth 2	35
FluxOptTools	Depth 2	34
TNRKit	Depth 2	33
GridapTopOpt	Depth 2	32
FluxTraining	Depth 2	32
Sleipnir	Depth 2	30
NonconvexNLopt	Depth 2	28
Octofitter	Depth 2	23
NonconvexJuniper	Depth 2	23
DeepCompartmentModels	Depth 2	21
SymbolicNeuralNetworks	Depth 2	21
ArrayPadding	Depth 2	21
SciMLExpectations	Depth 2	20
UniversalDiffEq	Depth 2	16
InformationGeometry	Depth 2	15
JointEnergyModels	Depth 2	15
Crux	Depth 2	15
QuadratureCuba	Depth 2	14
MagNav	Depth 2	13
StochasticAD	Depth 2	11
DifferentiableBackwardEuler	Depth 2	10
MGVI	Depth 2	9
QuadratureCubature	Depth 2	9
ODINN	Depth 2	8
AutoEncoderToolkit	Depth 2	7
QuanEstimationBase	Depth 2	7
DPFEHM	Depth 2	7
DiffFusion	Depth 2	7
ConditionalDists	Depth 2	6
TuringBenchmarking	Depth 2	6
ParallelParticleSwarms	Depth 2	6
ISOKANN	Depth 2	5
LiftedTrajectoryGames	Depth 2	5
Solaris	Depth 2	5
StochasticGene	Depth 2	5
RandomMeas	Depth 2	5
Jello	Depth 2	4
TASOPT	Depth 2	4
WaveOpticsPropagation	Depth 2	4
RelevancePropagation	Depth 2	4
Kinbiont	Depth 2	4
EasyHybrid	Depth 2	4
GenerativeModels	Depth 2	4
GeneExpressionProgramming	Depth 2	4
CMBLensing	Depth 2	3
Nevanlinna	Depth 2	3
SeaPearl	Depth 2	3
BackwardsLinalg	Depth 2	3
DeconvOptim	Depth 2	3
GumbelSoftmax	Depth 2	3
NonlinearOptimizationTestFunctions	Depth 2	2
EFTfitter	Depth 2	2
SignalTemporalLogic	Depth 2	2
Omega	Depth 2	2
GaussianVariationalInference	Depth 2	2
NonconvexNOMAD	Depth 2	2
MCMCLogDensityProblems	Depth 2	2
AugmentedGaussianProcesses	Depth 2	2
HighDimPDE	Depth 2	2
RMLImaging	Depth 2	1
DiscoDiff	Depth 2	1
FinancialMonteCarlo	Depth 2	1
QuantumNLDiffEq	Depth 2	1
TextModels	Depth 2	1
Flux3D	Depth 2	1
MonotoneSplines	Depth 2	1
Unitary	Depth 2	1